Overview
Dataset statistics
| Number of variables | 59 |
|---|---|
| Number of observations | 14875 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.4 MiB |
| Average record size in memory | 451.0 B |
Variable types
| Numeric | 13 |
|---|---|
| DateTime | 3 |
| Categorical | 40 |
| Boolean | 3 |
ACS is highly overall correlated with STEMI | High correlation |
AKI is highly overall correlated with CKD and 2 other fields | High correlation |
ANAEMIA is highly overall correlated with HB | High correlation |
BNP is highly overall correlated with HEART FAILURE | High correlation |
CARDIOGENIC SHOCK is highly overall correlated with SHOCK | High correlation |
CKD is highly overall correlated with AKI and 2 other fields | High correlation |
CREATININE is highly overall correlated with AKI and 2 other fields | High correlation |
DURATION OF STAY is highly overall correlated with duration of intensive unit stay | High correlation |
EF is highly overall correlated with PRIOR CMP | High correlation |
HB is highly overall correlated with ANAEMIA and 1 other fields | High correlation |
HEART FAILURE is highly overall correlated with BNP and 2 other fields | High correlation |
HFNEF is highly overall correlated with HEART FAILURE | High correlation |
HFREF is highly overall correlated with HEART FAILURE | High correlation |
OUTCOME_DAMA is highly overall correlated with OUTCOME_DISCHARGE | High correlation |
OUTCOME_DISCHARGE is highly overall correlated with OUTCOME_DAMA and 1 other fields | High correlation |
OUTCOME_EXPIRY is highly overall correlated with OUTCOME_DISCHARGE and 1 other fields | High correlation |
PRIOR CMP is highly overall correlated with EF | High correlation |
SEVERE ANAEMIA is highly overall correlated with HB | High correlation |
SHOCK is highly overall correlated with CARDIOGENIC SHOCK and 1 other fields | High correlation |
STEMI is highly overall correlated with ACS | High correlation |
UREA is highly overall correlated with AKI and 2 other fields | High correlation |
Year is highly overall correlated with month | High correlation |
duration of intensive unit stay is highly overall correlated with DURATION OF STAY | High correlation |
month is highly overall correlated with Year | High correlation |
SMOKING is highly imbalanced (70.4%) | Imbalance |
ALCOHOL is highly imbalanced (64.5%) | Imbalance |
CKD is highly imbalanced (53.3%) | Imbalance |
SEVERE ANAEMIA is highly imbalanced (86.4%) | Imbalance |
STABLE ANGINA is highly imbalanced (59.2%) | Imbalance |
ATYPICAL CHEST PAIN is highly imbalanced (82.8%) | Imbalance |
VALVULAR is highly imbalanced (77.2%) | Imbalance |
CHB is highly imbalanced (82.8%) | Imbalance |
SSS is highly imbalanced (94.0%) | Imbalance |
CVA INFRACT is highly imbalanced (80.4%) | Imbalance |
CVA BLEED is highly imbalanced (95.9%) | Imbalance |
AF is highly imbalanced (70.5%) | Imbalance |
VT is highly imbalanced (78.9%) | Imbalance |
PSVT is highly imbalanced (93.7%) | Imbalance |
CONGENITAL is highly imbalanced (91.4%) | Imbalance |
UTI is highly imbalanced (66.0%) | Imbalance |
NEURO CARDIOGENIC SYNCOPE is highly imbalanced (92.8%) | Imbalance |
ORTHOSTATIC is highly imbalanced (93.0%) | Imbalance |
INFECTIVE ENDOCARDITIS is highly imbalanced (98.1%) | Imbalance |
DVT is highly imbalanced (89.8%) | Imbalance |
CARDIOGENIC SHOCK is highly imbalanced (66.3%) | Imbalance |
SHOCK is highly imbalanced (71.8%) | Imbalance |
PULMONARY EMBOLISM is highly imbalanced (88.5%) | Imbalance |
CHEST INFECTION is highly imbalanced (84.6%) | Imbalance |
OUTCOME_DAMA is highly imbalanced (68.4%) | Imbalance |
OUTCOME_EXPIRY is highly imbalanced (61.8%) | Imbalance |
duration of intensive unit stay has 2629 (17.7%) zeros | Zeros |
Reproduction
| Analysis started | 2025-11-25 19:40:27.856082 |
|---|---|
| Analysis finished | 2025-11-25 19:40:57.272332 |
| Duration | 29.42 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
MRD No.
Real number (ℝ)
| Distinct | 12244 |
|---|---|
| Distinct (%) | 82.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 407774.32 |
| Minimum | 506 |
|---|---|
| Maximum | 6408503 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 232.4 KiB |
Quantile statistics
| Minimum | 506 |
|---|---|
| 5-th percentile | 126633.9 |
| Q1 | 276887.5 |
| median | 400037.5 |
| Q3 | 552773 |
| 95-th percentile | 669517.5 |
| Maximum | 6408503 |
| Range | 6407997 |
| Interquartile range (IQR) | 275885.5 |
Descriptive statistics
| Standard deviation | 198982.09 |
|---|---|
| Coefficient of variation (CV) | 0.48797111 |
| Kurtosis | 152.46926 |
| Mean | 407774.32 |
| Median Absolute Deviation (MAD) | 135452.5 |
| Skewness | 5.9291791 |
| Sum | 6.065643 × 109 |
| Variance | 3.9593871 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 256628 | 15 | 0.1% |
| 273016 | 15 | 0.1% |
| 325715 | 11 | 0.1% |
| 177926 | 9 | 0.1% |
| 211418 | 9 | 0.1% |
| 415865 | 8 | 0.1% |
| 42757 | 8 | 0.1% |
| 153716 | 8 | 0.1% |
| 156041 | 8 | 0.1% |
| 181973 | 8 | 0.1% |
| Other values (12234) | 14776 |
| Value | Count | Frequency (%) |
| 506 | 1 | < 0.1% |
| 798 | 3 | |
| 989 | 2 | |
| 1006 | 1 | < 0.1% |
| 1060 | 1 | < 0.1% |
| 1196 | 1 | < 0.1% |
| 1261 | 1 | < 0.1% |
| 1843 | 1 | < 0.1% |
| 3180 | 1 | < 0.1% |
| 4499 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6408503 | 1 | |
| 5711587 | 1 | |
| 4888926 | 1 | |
| 4888286 | 1 | |
| 4888078 | 1 | |
| 4562014 | 1 | |
| 987456 | 1 | |
| 957621 | 1 | |
| 873967 | 1 | |
| 828660 | 1 |
D.O.A
Date
| Distinct | 660 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| Minimum | 2017-01-04 00:00:00 |
|---|---|
| Maximum | 2019-12-03 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
D.O.D
Date
| Distinct | 668 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| Minimum | 2017-01-05 00:00:00 |
|---|---|
| Maximum | 2019-12-03 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
AGE
Real number (ℝ)
| Distinct | 96 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.42084 |
| Minimum | 4 |
|---|---|
| Maximum | 110 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 232.4 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 38 |
| Q1 | 54 |
| median | 62 |
| Q3 | 70 |
| 95-th percentile | 82 |
| Maximum | 110 |
| Range | 106 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 13.425534 |
|---|---|
| Coefficient of variation (CV) | 0.21858271 |
| Kurtosis | 0.62946925 |
| Mean | 61.42084 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.50185831 |
| Sum | 913635 |
| Variance | 180.24496 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 65 | 864 | 5.8% |
| 60 | 823 | 5.5% |
| 70 | 735 | 4.9% |
| 55 | 603 | 4.1% |
| 62 | 564 | 3.8% |
| 75 | 516 | 3.5% |
| 58 | 445 | 3.0% |
| 50 | 421 | 2.8% |
| 72 | 406 | 2.7% |
| 63 | 399 | 2.7% |
| Other values (86) | 9099 |
| Value | Count | Frequency (%) |
| 4 | 7 | |
| 5 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 4 | |
| 9 | 1 | < 0.1% |
| 10 | 4 | |
| 11 | 4 | |
| 12 | 3 | |
| 13 | 5 | |
| 14 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 110 | 2 | < 0.1% |
| 99 | 4 | < 0.1% |
| 98 | 2 | < 0.1% |
| 97 | 4 | < 0.1% |
| 96 | 4 | < 0.1% |
| 95 | 11 | |
| 94 | 9 | |
| 93 | 1 | < 0.1% |
| 92 | 14 | |
| 91 | 7 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 9425 | |
| 1 | 5450 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 9425 | |
| 1 | 5450 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9425 | |
| 1 | 5450 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9425 | |
| 1 | 5450 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9425 | |
| 1 | 5450 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9425 | |
| 1 | 5450 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 11348 | |
| 0 | 3527 | 23.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 11348 | |
| 0 | 3527 | 23.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 11348 | |
| 0 | 3527 | 23.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 11348 | |
| 0 | 3527 | 23.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 11348 | |
| 0 | 3527 | 23.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 11348 | |
| 0 | 3527 | 23.7% |
TYPE OF ADMISSION-EMERGENCY/OPD
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 10326 | |
| 1 | 4549 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 10326 | |
| 1 | 4549 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10326 | |
| 1 | 4549 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10326 | |
| 1 | 4549 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10326 | |
| 1 | 4549 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10326 | |
| 1 | 4549 |
month year
Date
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| Minimum | 2017-04-01 00:00:00 |
|---|---|
| Maximum | 2019-03-01 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
DURATION OF STAY
Real number (ℝ)
High correlation
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3815798 |
| Minimum | 1 |
|---|---|
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 232.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 15 |
| Maximum | 98 |
| Range | 97 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.9968402 |
|---|---|
| Coefficient of variation (CV) | 0.78300989 |
| Kurtosis | 21.460539 |
| Mean | 6.3815798 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 3.1505589 |
| Sum | 94926 |
| Variance | 24.968412 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 2010 | |
| 5 | 1812 | |
| 3 | 1787 | |
| 4 | 1736 | |
| 6 | 1531 | |
| 7 | 1212 | |
| 8 | 996 | |
| 9 | 684 | 4.6% |
| 1 | 557 | 3.7% |
| 10 | 544 | 3.7% |
| Other values (43) | 2006 |
| Value | Count | Frequency (%) |
| 1 | 557 | 3.7% |
| 2 | 2010 | |
| 3 | 1787 | |
| 4 | 1736 | |
| 5 | 1812 | |
| 6 | 1531 | |
| 7 | 1212 | |
| 8 | 996 | |
| 9 | 684 | 4.6% |
| 10 | 544 | 3.7% |
| Value | Count | Frequency (%) |
| 98 | 1 | < 0.1% |
| 67 | 1 | < 0.1% |
| 58 | 1 | < 0.1% |
| 53 | 1 | < 0.1% |
| 52 | 4 | |
| 50 | 2 | |
| 49 | 1 | < 0.1% |
| 48 | 3 | |
| 47 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
duration of intensive unit stay
Real number (ℝ)
High correlation Zeros
| Distinct | 45 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.7811092 |
| Minimum | 0 |
|---|---|
| Maximum | 58 |
| Zeros | 2629 |
| Zeros (%) | 17.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 232.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 11 |
| Maximum | 58 |
| Range | 58 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.9955711 |
|---|---|
| Coefficient of variation (CV) | 1.0567193 |
| Kurtosis | 15.779411 |
| Mean | 3.7811092 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.8615631 |
| Sum | 56244 |
| Variance | 15.964589 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2629 | |
| 2 | 2463 | |
| 3 | 1828 | |
| 4 | 1655 | |
| 1 | 1630 | |
| 5 | 1438 | |
| 6 | 862 | 5.8% |
| 7 | 597 | 4.0% |
| 8 | 447 | 3.0% |
| 9 | 325 | 2.2% |
| Other values (35) | 1001 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 2629 | |
| 1 | 1630 | |
| 2 | 2463 | |
| 3 | 1828 | |
| 4 | 1655 | |
| 5 | 1438 | |
| 6 | 862 | 5.8% |
| 7 | 597 | 4.0% |
| 8 | 447 | 3.0% |
| 9 | 325 | 2.2% |
| Value | Count | Frequency (%) |
| 58 | 1 | |
| 48 | 2 | |
| 45 | 1 | |
| 42 | 1 | |
| 41 | 1 | |
| 40 | 1 | |
| 39 | 1 | |
| 38 | 1 | |
| 37 | 2 | |
| 36 | 2 |
SMOKING
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 776 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14099 | |
| 1 | 776 | 5.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14099 | |
| 1 | 776 | 5.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14099 | |
| 1 | 776 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14099 | |
| 1 | 776 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14099 | |
| 1 | 776 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14099 | |
| 1 | 776 | 5.2% |
ALCOHOL
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 997 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13878 | |
| 1 | 997 | 6.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 13878 | |
| 1 | 997 | 6.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13878 | |
| 1 | 997 | 6.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13878 | |
| 1 | 997 | 6.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13878 | |
| 1 | 997 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13878 | |
| 1 | 997 | 6.7% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 9945 | |
| 1 | 4930 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 9945 | |
| 1 | 4930 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9945 | |
| 1 | 4930 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9945 | |
| 1 | 4930 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9945 | |
| 1 | 4930 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9945 | |
| 1 | 4930 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7660 | |
| 1 | 7215 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7660 | |
| 1 | 7215 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7660 | |
| 1 | 7215 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7660 | |
| 1 | 7215 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7660 | |
| 1 | 7215 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7660 | |
| 1 | 7215 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 9919 | |
| 0 | 4956 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 9919 | |
| 0 | 4956 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 9919 | |
| 0 | 4956 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 9919 | |
| 0 | 4956 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 9919 | |
| 0 | 4956 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 9919 | |
| 0 | 4956 |
PRIOR CMP
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12557 | |
| 1 | 2318 | 15.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 12557 | |
| 1 | 2318 | 15.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12557 | |
| 1 | 2318 | 15.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12557 | |
| 1 | 2318 | 15.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12557 | |
| 1 | 2318 | 15.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12557 | |
| 1 | 2318 | 15.6% |
CKD
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13396 | |
| 1 | 1479 | 9.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 13396 | |
| 1 | 1479 | 9.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13396 | |
| 1 | 1479 | 9.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13396 | |
| 1 | 1479 | 9.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13396 | |
| 1 | 1479 | 9.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13396 | |
| 1 | 1479 | 9.9% |
HB
Real number (ℝ)
High correlation
| Distinct | 181 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.234833 |
| Minimum | 3 |
|---|---|
| Maximum | 26.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 232.4 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 8.3 |
| Q1 | 10.7 |
| median | 12.4 |
| Q3 | 13.8 |
| 95-th percentile | 15.7 |
| Maximum | 26.5 |
| Range | 23.5 |
| Interquartile range (IQR) | 3.1 |
Descriptive statistics
| Standard deviation | 2.3072303 |
|---|---|
| Coefficient of variation (CV) | 0.18857882 |
| Kurtosis | 0.28973443 |
| Mean | 12.234833 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | -0.23577379 |
| Sum | 181993.14 |
| Variance | 5.3233117 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12.4 | 531 | 3.6% |
| 12.6 | 286 | 1.9% |
| 12.9 | 274 | 1.8% |
| 13.3 | 271 | 1.8% |
| 13.6 | 270 | 1.8% |
| 13.1 | 270 | 1.8% |
| 12.1 | 269 | 1.8% |
| 13.9 | 264 | 1.8% |
| 13 | 263 | 1.8% |
| 11.9 | 255 | 1.7% |
| Other values (171) | 11922 |
| Value | Count | Frequency (%) |
| 3 | 1 | < 0.1% |
| 3.4 | 2 | < 0.1% |
| 3.6 | 1 | < 0.1% |
| 3.7 | 1 | < 0.1% |
| 3.8 | 1 | < 0.1% |
| 3.9 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 4.3 | 3 | |
| 4.4 | 5 | |
| 4.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.5 | 1 | < 0.1% |
| 22 | 4 | |
| 21.2 | 1 | < 0.1% |
| 20.9 | 2 | |
| 20.7 | 1 | < 0.1% |
| 20.6 | 1 | < 0.1% |
| 20.5 | 1 | < 0.1% |
| 20.1 | 3 | |
| 20 | 1 | < 0.1% |
| 19.8 | 1 | < 0.1% |
TLC
Real number (ℝ)
| Distinct | 451 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.543216 |
| Minimum | 0.1 |
|---|---|
| Maximum | 314 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 232.4 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 5.5 |
| Q1 | 8 |
| median | 10.1 |
| Q3 | 13.4 |
| 95-th percentile | 21.5 |
| Maximum | 314 |
| Range | 313.9 |
| Interquartile range (IQR) | 5.4 |
Descriptive statistics
| Standard deviation | 7.5243394 |
|---|---|
| Coefficient of variation (CV) | 0.65184082 |
| Kurtosis | 352.15378 |
| Mean | 11.543216 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 12.621269 |
| Sum | 171705.34 |
| Variance | 56.615683 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.1 | 433 | 2.9% |
| 8.4 | 197 | 1.3% |
| 8.9 | 195 | 1.3% |
| 7.9 | 193 | 1.3% |
| 8.6 | 190 | 1.3% |
| 9.4 | 189 | 1.3% |
| 8 | 187 | 1.3% |
| 7.8 | 184 | 1.2% |
| 9.1 | 183 | 1.2% |
| 8.1 | 182 | 1.2% |
| Other values (441) | 12742 |
| Value | Count | Frequency (%) |
| 0.1 | 1 | < 0.1% |
| 0.3 | 1 | < 0.1% |
| 0.4 | 1 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.9 | 2 | |
| 0.94 | 1 | < 0.1% |
| 1 | 3 | |
| 1.1 | 1 | < 0.1% |
| 1.2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 314 | 1 | |
| 261 | 1 | |
| 210 | 1 | |
| 200 | 1 | |
| 139 | 1 | |
| 132 | 2 | |
| 125 | 1 | |
| 123 | 1 | |
| 120 | 1 | |
| 100 | 1 |
PLATELETS
Real number (ℝ)
| Distinct | 657 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 238.00915 |
| Minimum | 0.58 |
|---|---|
| Maximum | 1179 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 232.4 KiB |
Quantile statistics
| Minimum | 0.58 |
|---|---|
| 5-th percentile | 100 |
| Q1 | 173 |
| median | 225 |
| Q3 | 286 |
| 95-th percentile | 417 |
| Maximum | 1179 |
| Range | 1178.42 |
| Interquartile range (IQR) | 113 |
Descriptive statistics
| Standard deviation | 102.8861 |
|---|---|
| Coefficient of variation (CV) | 0.43227792 |
| Kurtosis | 6.3661071 |
| Mean | 238.00915 |
| Median Absolute Deviation (MAD) | 57 |
| Skewness | 1.4891768 |
| Sum | 3540386.1 |
| Variance | 10585.55 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 225 | 366 | 2.5% |
| 150 | 200 | 1.3% |
| 140 | 99 | 0.7% |
| 226 | 90 | 0.6% |
| 210 | 89 | 0.6% |
| 242 | 86 | 0.6% |
| 220 | 84 | 0.6% |
| 189 | 84 | 0.6% |
| 229 | 82 | 0.6% |
| 215 | 81 | 0.5% |
| Other values (647) | 13614 |
| Value | Count | Frequency (%) |
| 0.58 | 1 | |
| 1.38 | 1 | |
| 1.7 | 1 | |
| 2.2 | 2 | |
| 3.6 | 1 | |
| 5.2 | 1 | |
| 6.5 | 1 | |
| 6.9 | 1 | |
| 7 | 1 | |
| 8 | 1 |
| Value | Count | Frequency (%) |
| 1179 | 2 | |
| 1111 | 1 | |
| 1094 | 2 | |
| 1086 | 1 | |
| 1052 | 1 | |
| 1016 | 1 | |
| 1006 | 2 | |
| 999 | 1 | |
| 986 | 1 | |
| 972 | 1 |
GLUCOSE
Real number (ℝ)
| Distinct | 520 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 161.49272 |
| Minimum | 1.2 |
|---|---|
| Maximum | 888 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 232.4 KiB |
Quantile statistics
| Minimum | 1.2 |
|---|---|
| 5-th percentile | 84 |
| Q1 | 108 |
| median | 136 |
| Q3 | 190 |
| 95-th percentile | 325 |
| Maximum | 888 |
| Range | 886.8 |
| Interquartile range (IQR) | 82 |
Descriptive statistics
| Standard deviation | 82.008821 |
|---|---|
| Coefficient of variation (CV) | 0.50781745 |
| Kurtosis | 6.5276275 |
| Mean | 161.49272 |
| Median Absolute Deviation (MAD) | 35 |
| Skewness | 2.0771472 |
| Sum | 2402204.2 |
| Variance | 6725.4467 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 136 | 1013 | 6.8% |
| 110 | 257 | 1.7% |
| 98 | 214 | 1.4% |
| 96 | 189 | 1.3% |
| 100 | 182 | 1.2% |
| 102 | 178 | 1.2% |
| 108 | 178 | 1.2% |
| 104 | 174 | 1.2% |
| 94 | 161 | 1.1% |
| 120 | 157 | 1.1% |
| Other values (510) | 12172 |
| Value | Count | Frequency (%) |
| 1.2 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 25 | 4 | |
| 25.1 | 1 | < 0.1% |
| 26 | 5 | |
| 27 | 4 | |
| 28 | 3 | |
| 29 | 2 | < 0.1% |
| 30 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 888 | 1 | |
| 809 | 1 | |
| 808 | 1 | |
| 807 | 1 | |
| 751 | 1 | |
| 726 | 1 | |
| 716 | 1 | |
| 715 | 1 | |
| 712 | 1 | |
| 709 | 1 |
UREA
Real number (ℝ)
High correlation
| Distinct | 328 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.034925 |
| Minimum | 0.1 |
|---|---|
| Maximum | 495 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 232.4 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 26 |
| median | 35 |
| Q3 | 57 |
| 95-th percentile | 137 |
| Maximum | 495 |
| Range | 494.9 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 42.400903 |
|---|---|
| Coefficient of variation (CV) | 0.84742613 |
| Kurtosis | 13.026889 |
| Mean | 50.034925 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 2.9490679 |
| Sum | 744269.51 |
| Variance | 1797.8366 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35 | 578 | 3.9% |
| 27 | 425 | 2.9% |
| 26 | 425 | 2.9% |
| 25 | 415 | 2.8% |
| 22 | 410 | 2.8% |
| 24 | 407 | 2.7% |
| 28 | 399 | 2.7% |
| 30 | 398 | 2.7% |
| 29 | 391 | 2.6% |
| 23 | 386 | 2.6% |
| Other values (318) | 10641 |
| Value | Count | Frequency (%) |
| 0.1 | 1 | |
| 0.68 | 1 | |
| 3 | 1 | |
| 3.1 | 1 | |
| 3.6 | 1 | |
| 4.8 | 1 | |
| 5 | 1 | |
| 5.8 | 1 | |
| 6 | 1 | |
| 7 | 1 |
| Value | Count | Frequency (%) |
| 495 | 1 | < 0.1% |
| 479 | 2 | |
| 450 | 2 | |
| 431 | 1 | < 0.1% |
| 430 | 1 | < 0.1% |
| 416 | 1 | < 0.1% |
| 403 | 1 | < 0.1% |
| 375 | 1 | < 0.1% |
| 364 | 3 | |
| 355 | 1 | < 0.1% |
CREATININE
Real number (ℝ)
High correlation
| Distinct | 470 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3449377 |
| Minimum | 0.065 |
|---|---|
| Maximum | 15.63 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 232.4 KiB |
Quantile statistics
| Minimum | 0.065 |
|---|---|
| 5-th percentile | 0.567 |
| Q1 | 0.78 |
| median | 1 |
| Q3 | 1.4 |
| 95-th percentile | 3.5 |
| Maximum | 15.63 |
| Range | 15.565 |
| Interquartile range (IQR) | 0.62 |
Descriptive statistics
| Standard deviation | 1.1986236 |
|---|---|
| Coefficient of variation (CV) | 0.89121124 |
| Kurtosis | 22.245828 |
| Mean | 1.3449377 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 3.9678736 |
| Sum | 20005.949 |
| Variance | 1.4366986 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8 | 1447 | 9.7% |
| 0.7 | 1324 | 8.9% |
| 0.9 | 1202 | 8.1% |
| 1 | 1115 | 7.5% |
| 0.6 | 922 | 6.2% |
| 1.1 | 718 | 4.8% |
| 1.2 | 541 | 3.6% |
| 0.5 | 439 | 3.0% |
| 1.3 | 414 | 2.8% |
| 1.4 | 339 | 2.3% |
| Other values (460) | 6414 |
| Value | Count | Frequency (%) |
| 0.065 | 1 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.09 | 1 | < 0.1% |
| 0.1 | 2 | < 0.1% |
| 0.14 | 1 | < 0.1% |
| 0.16 | 2 | < 0.1% |
| 0.18 | 1 | < 0.1% |
| 0.2 | 9 | |
| 0.24 | 1 | < 0.1% |
| 0.26 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 15.63 | 1 | |
| 15.5 | 1 | |
| 14.1 | 1 | |
| 13.9 | 1 | |
| 13.3 | 1 | |
| 13.29 | 1 | |
| 13.2 | 1 | |
| 12.5 | 1 | |
| 12.48 | 1 | |
| 12.1 | 1 |
BNP
Real number (ℝ)
High correlation
| Distinct | 1270 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 620.27374 |
| Minimum | 4 |
|---|---|
| Maximum | 5000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 232.4 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 48 |
| Q1 | 475 |
| median | 475 |
| Q3 | 475 |
| 95-th percentile | 1883 |
| Maximum | 5000 |
| Range | 4996 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 667.56511 |
|---|---|
| Coefficient of variation (CV) | 1.0762427 |
| Kurtosis | 17.365816 |
| Mean | 620.27374 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.7831156 |
| Sum | 9226571.9 |
| Variance | 445643.18 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 475 | 8715 | |
| 5 | 112 | 0.8% |
| 5000 | 89 | 0.6% |
| 78 | 69 | 0.5% |
| 70 | 30 | 0.2% |
| 790 | 27 | 0.2% |
| 780 | 25 | 0.2% |
| 6 | 25 | 0.2% |
| 30 | 24 | 0.2% |
| 106 | 24 | 0.2% |
| Other values (1260) | 5735 |
| Value | Count | Frequency (%) |
| 4 | 1 | < 0.1% |
| 5 | 112 | |
| 6 | 25 | 0.2% |
| 7 | 21 | 0.1% |
| 8 | 14 | 0.1% |
| 9 | 18 | 0.1% |
| 10 | 20 | 0.1% |
| 11 | 14 | 0.1% |
| 12 | 23 | 0.2% |
| 13 | 18 | 0.1% |
| Value | Count | Frequency (%) |
| 5000 | 89 | |
| 4960 | 2 | < 0.1% |
| 4900 | 1 | < 0.1% |
| 4890 | 1 | < 0.1% |
| 4820 | 1 | < 0.1% |
| 4790 | 1 | < 0.1% |
| 4780 | 1 | < 0.1% |
| 4750 | 2 | < 0.1% |
| 4730 | 1 | < 0.1% |
| 4660 | 1 | < 0.1% |
RAISED CARDIAC ENZYMES
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 11879 | |
| 1 | 2996 | 20.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 11879 | |
| 1 | 2996 | 20.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11879 | |
| 1 | 2996 | 20.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11879 | |
| 1 | 2996 | 20.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11879 | |
| 1 | 2996 | 20.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11879 | |
| 1 | 2996 | 20.1% |
EF
Real number (ℝ)
High correlation
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.237808 |
| Minimum | 14 |
|---|---|
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 232.4 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 34 |
| median | 42 |
| Q3 | 60 |
| 95-th percentile | 60 |
| Maximum | 60 |
| Range | 46 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 12.76685 |
|---|---|
| Coefficient of variation (CV) | 0.29527052 |
| Kurtosis | -1.1612823 |
| Mean | 43.237808 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.014064291 |
| Sum | 643162.4 |
| Variance | 162.99247 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 4109 | |
| 42 | 1994 | |
| 30 | 866 | 5.8% |
| 35 | 866 | 5.8% |
| 45 | 745 | 5.0% |
| 25 | 601 | 4.0% |
| 40 | 600 | 4.0% |
| 32 | 597 | 4.0% |
| 28 | 546 | 3.7% |
| 38 | 458 | 3.1% |
| Other values (36) | 3493 |
| Value | Count | Frequency (%) |
| 14 | 3 | < 0.1% |
| 15 | 12 | 0.1% |
| 16 | 33 | 0.2% |
| 18 | 118 | 0.8% |
| 19 | 2 | < 0.1% |
| 20 | 323 | |
| 21 | 3 | < 0.1% |
| 22 | 279 | |
| 23 | 4 | < 0.1% |
| 24 | 84 | 0.6% |
| Value | Count | Frequency (%) |
| 60 | 4109 | |
| 59 | 2 | < 0.1% |
| 58 | 33 | 0.2% |
| 57 | 1 | < 0.1% |
| 56 | 16 | 0.1% |
| 55 | 172 | 1.2% |
| 54 | 52 | 0.3% |
| 53 | 5 | < 0.1% |
| 52 | 153 | 1.0% |
| 50 | 418 | 2.8% |
SEVERE ANAEMIA
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 282 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14593 | |
| 1 | 282 | 1.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14593 | |
| 1 | 282 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14593 | |
| 1 | 282 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14593 | |
| 1 | 282 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14593 | |
| 1 | 282 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14593 | |
| 1 | 282 | 1.9% |
ANAEMIA
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12263 | |
| 1 | 2612 | 17.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 12263 | |
| 1 | 2612 | 17.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12263 | |
| 1 | 2612 | 17.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12263 | |
| 1 | 2612 | 17.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12263 | |
| 1 | 2612 | 17.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12263 | |
| 1 | 2612 | 17.6% |
STABLE ANGINA
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 1213 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13662 | |
| 1 | 1213 | 8.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 13662 | |
| 1 | 1213 | 8.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13662 | |
| 1 | 1213 | 8.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13662 | |
| 1 | 1213 | 8.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13662 | |
| 1 | 1213 | 8.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13662 | |
| 1 | 1213 | 8.2% |
ACS
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 9443 | |
| 1 | 5432 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 9443 | |
| 1 | 5432 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9443 | |
| 1 | 5432 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9443 | |
| 1 | 5432 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9443 | |
| 1 | 5432 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9443 | |
| 1 | 5432 |
STEMI
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12779 | |
| 1 | 2096 | 14.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 12779 | |
| 1 | 2096 | 14.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12779 | |
| 1 | 2096 | 14.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12779 | |
| 1 | 2096 | 14.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12779 | |
| 1 | 2096 | 14.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12779 | |
| 1 | 2096 | 14.1% |
ATYPICAL CHEST PAIN
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 380 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14495 | |
| 1 | 380 | 2.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14495 | |
| 1 | 380 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14495 | |
| 1 | 380 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14495 | |
| 1 | 380 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14495 | |
| 1 | 380 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14495 | |
| 1 | 380 | 2.6% |
HEART FAILURE
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 10591 | |
| 1 | 4284 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 10591 | |
| 1 | 4284 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10591 | |
| 1 | 4284 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10591 | |
| 1 | 4284 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10591 | |
| 1 | 4284 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10591 | |
| 1 | 4284 |
HFREF
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12578 | |
| 1 | 2297 | 15.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 12578 | |
| 1 | 2297 | 15.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12578 | |
| 1 | 2297 | 15.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12578 | |
| 1 | 2297 | 15.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12578 | |
| 1 | 2297 | 15.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12578 | |
| 1 | 2297 | 15.4% |
HFNEF
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12876 | |
| 1 | 1999 | 13.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 12876 | |
| 1 | 1999 | 13.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12876 | |
| 1 | 1999 | 13.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12876 | |
| 1 | 1999 | 13.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12876 | |
| 1 | 1999 | 13.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12876 | |
| 1 | 1999 | 13.4% |
VALVULAR
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 549 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14326 | |
| 1 | 549 | 3.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14326 | |
| 1 | 549 | 3.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14326 | |
| 1 | 549 | 3.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14326 | |
| 1 | 549 | 3.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14326 | |
| 1 | 549 | 3.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14326 | |
| 1 | 549 | 3.7% |
CHB
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 382 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14493 | |
| 1 | 382 | 2.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14493 | |
| 1 | 382 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14493 | |
| 1 | 382 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14493 | |
| 1 | 382 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14493 | |
| 1 | 382 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14493 | |
| 1 | 382 | 2.6% |
SSS
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 103 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14772 | |
| 1 | 103 | 0.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14772 | |
| 1 | 103 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14772 | |
| 1 | 103 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14772 | |
| 1 | 103 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14772 | |
| 1 | 103 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14772 | |
| 1 | 103 | 0.7% |
AKI
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 11525 | |
| 1 | 3350 | 22.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 11525 | |
| 1 | 3350 | 22.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11525 | |
| 1 | 3350 | 22.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11525 | |
| 1 | 3350 | 22.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11525 | |
| 1 | 3350 | 22.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11525 | |
| 1 | 3350 | 22.5% |
CVA INFRACT
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 452 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14423 | |
| 1 | 452 | 3.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14423 | |
| 1 | 452 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14423 | |
| 1 | 452 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14423 | |
| 1 | 452 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14423 | |
| 1 | 452 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14423 | |
| 1 | 452 | 3.0% |
CVA BLEED
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 65 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14810 | |
| 1 | 65 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14810 | |
| 1 | 65 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14810 | |
| 1 | 65 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14810 | |
| 1 | 65 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14810 | |
| 1 | 65 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14810 | |
| 1 | 65 | 0.4% |
AF
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 775 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14100 | |
| 1 | 775 | 5.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14100 | |
| 1 | 775 | 5.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14100 | |
| 1 | 775 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14100 | |
| 1 | 775 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14100 | |
| 1 | 775 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14100 | |
| 1 | 775 | 5.2% |
VT
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 496 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14379 | |
| 1 | 496 | 3.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14379 | |
| 1 | 496 | 3.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14379 | |
| 1 | 496 | 3.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14379 | |
| 1 | 496 | 3.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14379 | |
| 1 | 496 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14379 | |
| 1 | 496 | 3.3% |
PSVT
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 110 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14765 | |
| 1 | 110 | 0.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14765 | |
| 1 | 110 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14765 | |
| 1 | 110 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14765 | |
| 1 | 110 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14765 | |
| 1 | 110 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14765 | |
| 1 | 110 | 0.7% |
CONGENITAL
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 161 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14714 | |
| 1 | 161 | 1.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14714 | |
| 1 | 161 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14714 | |
| 1 | 161 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14714 | |
| 1 | 161 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14714 | |
| 1 | 161 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14714 | |
| 1 | 161 | 1.1% |
UTI
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 939 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13936 | |
| 1 | 939 | 6.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 13936 | |
| 1 | 939 | 6.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13936 | |
| 1 | 939 | 6.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13936 | |
| 1 | 939 | 6.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13936 | |
| 1 | 939 | 6.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13936 | |
| 1 | 939 | 6.3% |
NEURO CARDIOGENIC SYNCOPE
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 129 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14746 | |
| 1 | 129 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14746 | |
| 1 | 129 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14746 | |
| 1 | 129 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14746 | |
| 1 | 129 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14746 | |
| 1 | 129 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14746 | |
| 1 | 129 | 0.9% |
ORTHOSTATIC
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 124 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14751 | |
| 1 | 124 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14751 | |
| 1 | 124 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14751 | |
| 1 | 124 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14751 | |
| 1 | 124 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14751 | |
| 1 | 124 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14751 | |
| 1 | 124 | 0.8% |
INFECTIVE ENDOCARDITIS
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 27 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14848 | |
| 1 | 27 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14848 | |
| 1 | 27 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14848 | |
| 1 | 27 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14848 | |
| 1 | 27 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14848 | |
| 1 | 27 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14848 | |
| 1 | 27 | 0.2% |
DVT
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 198 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14677 | |
| 1 | 198 | 1.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14677 | |
| 1 | 198 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14677 | |
| 1 | 198 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14677 | |
| 1 | 198 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14677 | |
| 1 | 198 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14677 | |
| 1 | 198 | 1.3% |
CARDIOGENIC SHOCK
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 927 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13948 | |
| 1 | 927 | 6.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 13948 | |
| 1 | 927 | 6.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13948 | |
| 1 | 927 | 6.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13948 | |
| 1 | 927 | 6.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13948 | |
| 1 | 927 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13948 | |
| 1 | 927 | 6.2% |
SHOCK
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 729 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14146 | |
| 1 | 729 | 4.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14146 | |
| 1 | 729 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14146 | |
| 1 | 729 | 4.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14146 | |
| 1 | 729 | 4.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14146 | |
| 1 | 729 | 4.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14146 | |
| 1 | 729 | 4.9% |
PULMONARY EMBOLISM
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0 | |
|---|---|
| 1 | 229 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14646 | |
| 1 | 229 | 1.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14646 | |
| 1 | 229 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14646 | |
| 1 | 229 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14646 | |
| 1 | 229 | 1.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14646 | |
| 1 | 229 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14646 | |
| 1 | 229 | 1.5% |
CHEST INFECTION
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 0.0 | |
|---|---|
| 1.0 | 331 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 14544 | |
| 1.0 | 331 | 2.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 14544 | |
| 1.0 | 331 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 29419 | |
| . | 14875 | |
| 1 | 331 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 44625 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 29419 | |
| . | 14875 | |
| 1 | 331 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 44625 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 29419 | |
| . | 14875 | |
| 1 | 331 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 44625 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 29419 | |
| . | 14875 | |
| 1 | 331 | 0.7% |
OUTCOME_DAMA
Boolean
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 130.7 KiB |
| False | |
|---|---|
| True | 851 |
| Value | Count | Frequency (%) |
| False | 14024 | |
| True | 851 | 5.7% |
OUTCOME_DISCHARGE
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 130.7 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 12919 | |
| False | 1956 | 13.1% |
OUTCOME_EXPIRY
Boolean
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 130.7 KiB |
| False | |
|---|---|
| True | 1105 |
| Value | Count | Frequency (%) |
| False | 13770 | |
| True | 1105 | 7.4% |
month
Real number (ℝ)
High correlation
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.2212437 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 174.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 7 |
| Q3 | 8 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.276313 |
|---|---|
| Coefficient of variation (CV) | 0.52663312 |
| Kurtosis | -0.93509127 |
| Mean | 6.2212437 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.022396448 |
| Sum | 92541 |
| Variance | 10.734227 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 4431 | |
| 1 | 1543 | 10.4% |
| 2 | 1367 | 9.2% |
| 3 | 1186 | 8.0% |
| 12 | 1038 | 7.0% |
| 10 | 875 | 5.9% |
| 11 | 809 | 5.4% |
| 9 | 769 | 5.2% |
| 8 | 762 | 5.1% |
| 5 | 731 | 4.9% |
| Other values (2) | 1364 | 9.2% |
| Value | Count | Frequency (%) |
| 1 | 1543 | 10.4% |
| 2 | 1367 | 9.2% |
| 3 | 1186 | 8.0% |
| 4 | 636 | 4.3% |
| 5 | 731 | 4.9% |
| 6 | 728 | 4.9% |
| 7 | 4431 | |
| 8 | 762 | 5.1% |
| 9 | 769 | 5.2% |
| 10 | 875 | 5.9% |
| Value | Count | Frequency (%) |
| 12 | 1038 | 7.0% |
| 11 | 809 | 5.4% |
| 10 | 875 | 5.9% |
| 9 | 769 | 5.2% |
| 8 | 762 | 5.1% |
| 7 | 4431 | |
| 6 | 728 | 4.9% |
| 5 | 731 | 4.9% |
| 4 | 636 | 4.3% |
| 3 | 1186 | 8.0% |
Year
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 232.4 KiB |
| 2018 | |
|---|---|
| 2017 | |
| 2019 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2017 |
|---|---|
| 2nd row | 2017 |
| 3rd row | 2017 |
| 4th row | 2017 |
| 5th row | 2017 |
Common Values
| Value | Count | Frequency (%) |
| 2018 | 7177 | |
| 2017 | 5559 | |
| 2019 | 2139 | 14.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2018 | 7177 | |
| 2017 | 5559 | |
| 2019 | 2139 | 14.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 14875 | |
| 0 | 14875 | |
| 1 | 14875 | |
| 8 | 7177 | |
| 7 | 5559 | 9.3% |
| 9 | 2139 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 59500 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 14875 | |
| 0 | 14875 | |
| 1 | 14875 | |
| 8 | 7177 | |
| 7 | 5559 | 9.3% |
| 9 | 2139 | 3.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 59500 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 14875 | |
| 0 | 14875 | |
| 1 | 14875 | |
| 8 | 7177 | |
| 7 | 5559 | 9.3% |
| 9 | 2139 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 59500 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 14875 | |
| 0 | 14875 | |
| 1 | 14875 | |
| 8 | 7177 | |
| 7 | 5559 | 9.3% |
| 9 | 2139 | 3.6% |
Interactions
Correlations
| ACS | AF | AGE | AKI | ALCOHOL | ANAEMIA | ATYPICAL CHEST PAIN | BNP | CAD | CARDIOGENIC SHOCK | CHB | CHEST INFECTION | CKD | CONGENITAL | CREATININE | CVA BLEED | CVA INFRACT | DM | DURATION OF STAY | DVT | EF | GENDER | GLUCOSE | HB | HEART FAILURE | HFNEF | HFREF | HTN | INFECTIVE ENDOCARDITIS | Location | MRD No. | NEURO CARDIOGENIC SYNCOPE | ORTHOSTATIC | OUTCOME_DAMA | OUTCOME_DISCHARGE | OUTCOME_EXPIRY | PLATELETS | PRIOR CMP | PSVT | PULMONARY EMBOLISM | RAISED CARDIAC ENZYMES | SEVERE ANAEMIA | SHOCK | SMOKING | SSS | STABLE ANGINA | STEMI | TLC | TYPE OF ADMISSION-EMERGENCY/OPD | UREA | UTI | VALVULAR | VT | Year | duration of intensive unit stay | month | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ACS | 1.000 | 0.047 | 0.102 | 0.022 | 0.019 | 0.035 | 0.118 | 0.023 | 0.192 | 0.063 | 0.003 | 0.040 | 0.060 | 0.051 | 0.051 | 0.027 | 0.056 | 0.004 | 0.012 | 0.069 | 0.271 | 0.080 | 0.093 | 0.059 | 0.037 | 0.021 | 0.026 | 0.007 | 0.030 | 0.018 | 0.110 | 0.047 | 0.031 | 0.041 | 0.079 | 0.064 | 0.049 | 0.036 | 0.046 | 0.083 | 0.405 | 0.015 | 0.027 | 0.028 | 0.029 | 0.201 | 0.534 | 0.020 | 0.185 | 0.055 | 0.047 | 0.042 | 0.052 | 0.037 | 0.068 | 0.051 |
| AF | 0.047 | 1.000 | 0.099 | 0.067 | 0.000 | 0.000 | 0.030 | 0.029 | 0.084 | 0.010 | 0.024 | 0.000 | 0.022 | 0.000 | 0.062 | 0.000 | 0.061 | 0.000 | 0.030 | 0.010 | 0.048 | 0.016 | 0.019 | 0.023 | 0.075 | 0.038 | 0.056 | 0.000 | 0.000 | 0.030 | 0.011 | 0.000 | 0.000 | 0.000 | 0.043 | 0.063 | 0.000 | 0.037 | 0.012 | 0.019 | 0.000 | 0.000 | 0.026 | 0.019 | 0.008 | 0.059 | 0.024 | 0.000 | 0.080 | 0.057 | 0.024 | 0.089 | 0.000 | 0.092 | 0.069 | 0.071 |
| AGE | 0.102 | 0.099 | 1.000 | 0.180 | 0.100 | 0.082 | 0.087 | 0.078 | 0.244 | 0.037 | 0.057 | 0.008 | 0.097 | 0.294 | 0.287 | 0.012 | 0.037 | 0.162 | 0.131 | 0.090 | -0.080 | 0.027 | 0.107 | -0.220 | 0.146 | 0.081 | 0.111 | 0.217 | 0.115 | 0.049 | -0.068 | 0.000 | 0.000 | 0.022 | 0.080 | 0.080 | -0.041 | 0.042 | 0.025 | 0.037 | 0.074 | 0.044 | 0.046 | 0.101 | 0.019 | 0.093 | 0.086 | 0.032 | 0.107 | 0.312 | 0.073 | 0.026 | 0.026 | 0.023 | 0.142 | -0.019 |
| AKI | 0.022 | 0.067 | 0.180 | 1.000 | 0.016 | 0.269 | 0.074 | 0.281 | 0.017 | 0.133 | 0.028 | 0.003 | 0.580 | 0.020 | 0.885 | 0.009 | 0.034 | 0.127 | 0.158 | 0.030 | 0.265 | 0.046 | 0.101 | 0.307 | 0.205 | 0.070 | 0.191 | 0.073 | 0.004 | 0.000 | 0.038 | 0.010 | 0.000 | 0.070 | 0.200 | 0.195 | 0.116 | 0.205 | 0.008 | 0.000 | 0.080 | 0.082 | 0.149 | 0.041 | 0.000 | 0.112 | 0.041 | 0.068 | 0.141 | 0.700 | 0.092 | 0.013 | 0.061 | 0.015 | 0.180 | 0.055 |
| ALCOHOL | 0.019 | 0.000 | 0.100 | 0.016 | 1.000 | 0.044 | 0.000 | 0.048 | 0.014 | 0.014 | 0.019 | 0.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.026 | 0.017 | 0.023 | 0.035 | 0.193 | 0.015 | 0.127 | 0.045 | 0.028 | 0.029 | 0.026 | 0.000 | 0.040 | 0.033 | 0.000 | 0.000 | 0.017 | 0.034 | 0.062 | 0.034 | 0.000 | 0.009 | 0.000 | 0.000 | 0.007 | 0.017 | 0.325 | 0.000 | 0.010 | 0.039 | 0.031 | 0.021 | 0.043 | 0.017 | 0.000 | 0.008 | 0.082 | 0.012 | 0.042 |
| ANAEMIA | 0.035 | 0.000 | 0.082 | 0.269 | 0.044 | 1.000 | 0.041 | 0.172 | 0.016 | 0.057 | 0.000 | 0.016 | 0.276 | 0.015 | 0.306 | 0.000 | 0.006 | 0.097 | 0.157 | 0.014 | 0.054 | 0.130 | 0.055 | 0.998 | 0.120 | 0.046 | 0.107 | 0.052 | 0.027 | 0.027 | 0.011 | 0.011 | 0.013 | 0.033 | 0.085 | 0.079 | 0.157 | 0.035 | 0.000 | 0.000 | 0.044 | 0.300 | 0.055 | 0.041 | 0.000 | 0.088 | 0.060 | 0.040 | 0.081 | 0.323 | 0.070 | 0.002 | 0.012 | 0.043 | 0.157 | 0.023 |
| ATYPICAL CHEST PAIN | 0.118 | 0.030 | 0.087 | 0.074 | 0.000 | 0.041 | 1.000 | 0.071 | 0.091 | 0.029 | 0.024 | 0.015 | 0.047 | 0.012 | 0.062 | 0.000 | 0.026 | 0.047 | 0.049 | 0.015 | 0.128 | 0.032 | 0.048 | 0.046 | 0.088 | 0.051 | 0.061 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.009 | 0.034 | 0.059 | 0.044 | 0.028 | 0.060 | 0.008 | 0.017 | 0.065 | 0.016 | 0.025 | 0.000 | 0.007 | 0.047 | 0.064 | 0.004 | 0.081 | 0.082 | 0.008 | 0.015 | 0.018 | 0.000 | 0.066 | 0.018 |
| BNP | 0.023 | 0.029 | 0.078 | 0.281 | 0.048 | 0.172 | 0.071 | 1.000 | 0.023 | 0.089 | 0.021 | 0.023 | 0.222 | 0.000 | 0.234 | 0.023 | 0.008 | 0.051 | 0.122 | 0.013 | -0.283 | 0.036 | 0.063 | -0.142 | 0.534 | 0.384 | 0.310 | 0.020 | 0.010 | 0.015 | -0.092 | 0.028 | 0.028 | 0.069 | 0.167 | 0.161 | -0.021 | 0.292 | 0.013 | 0.015 | 0.137 | 0.029 | 0.107 | 0.032 | 0.000 | 0.134 | 0.000 | 0.062 | 0.152 | 0.246 | 0.026 | 0.011 | 0.056 | 0.115 | 0.140 | 0.015 |
| CAD | 0.192 | 0.084 | 0.244 | 0.017 | 0.014 | 0.016 | 0.091 | 0.023 | 1.000 | 0.077 | 0.014 | 0.000 | 0.000 | 0.046 | 0.000 | 0.017 | 0.053 | 0.106 | 0.026 | 0.095 | 0.225 | 0.109 | 0.103 | 0.045 | 0.015 | 0.013 | 0.000 | 0.323 | 0.051 | 0.047 | 0.027 | 0.017 | 0.000 | 0.058 | 0.147 | 0.138 | 0.085 | 0.081 | 0.051 | 0.101 | 0.069 | 0.013 | 0.093 | 0.022 | 0.000 | 0.136 | 0.167 | 0.029 | 0.010 | 0.028 | 0.000 | 0.079 | 0.005 | 0.120 | 0.000 | 0.139 |
| CARDIOGENIC SHOCK | 0.063 | 0.010 | 0.037 | 0.133 | 0.014 | 0.057 | 0.029 | 0.089 | 0.077 | 1.000 | 0.023 | 0.033 | 0.079 | 0.009 | 0.133 | 0.000 | 0.000 | 0.000 | 0.065 | 0.014 | 0.141 | 0.006 | 0.027 | 0.059 | 0.091 | 0.000 | 0.121 | 0.024 | 0.000 | 0.000 | 0.009 | 0.007 | 0.000 | 0.000 | 0.314 | 0.403 | 0.079 | 0.099 | 0.012 | 0.000 | 0.042 | 0.012 | 0.608 | 0.019 | 0.000 | 0.053 | 0.078 | 0.045 | 0.077 | 0.142 | 0.011 | 0.013 | 0.097 | 0.081 | 0.063 | 0.149 |
| CHB | 0.003 | 0.024 | 0.057 | 0.028 | 0.019 | 0.000 | 0.024 | 0.021 | 0.014 | 0.023 | 1.000 | 0.012 | 0.000 | 0.007 | 0.024 | 0.000 | 0.016 | 0.007 | 0.095 | 0.000 | 0.039 | 0.011 | 0.040 | 0.026 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.009 | 0.048 | 0.000 | 0.000 | 0.026 | 0.047 | 0.037 | 0.027 | 0.019 | 0.008 | 0.013 | 0.000 | 0.012 | 0.015 | 0.020 | 0.000 | 0.045 | 0.059 | 0.000 | 0.063 | 0.053 | 0.000 | 0.006 | 0.022 | 0.019 | 0.098 | 0.021 |
| CHEST INFECTION | 0.040 | 0.000 | 0.008 | 0.003 | 0.000 | 0.016 | 0.015 | 0.023 | 0.000 | 0.033 | 0.012 | 1.000 | 0.012 | 0.004 | 0.008 | 0.000 | 0.000 | 0.000 | 0.062 | 0.000 | 0.023 | 0.000 | 0.019 | 0.030 | 0.033 | 0.028 | 0.011 | 0.007 | 0.000 | 0.000 | 0.012 | 0.008 | 0.008 | 0.000 | 0.005 | 0.014 | 0.024 | 0.003 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.005 | 0.051 | 0.030 | 0.033 | 0.000 | 0.000 | 0.000 | 0.030 | 0.033 | 0.032 |
| CKD | 0.060 | 0.022 | 0.097 | 0.580 | 0.019 | 0.276 | 0.047 | 0.222 | 0.000 | 0.079 | 0.000 | 0.012 | 1.000 | 0.021 | 0.821 | 0.000 | 0.003 | 0.112 | 0.126 | 0.027 | 0.172 | 0.030 | 0.058 | 0.303 | 0.121 | 0.051 | 0.102 | 0.081 | 0.000 | 0.000 | 0.015 | 0.013 | 0.000 | 0.065 | 0.120 | 0.096 | 0.071 | 0.112 | 0.008 | 0.013 | 0.035 | 0.089 | 0.089 | 0.031 | 0.000 | 0.072 | 0.059 | 0.050 | 0.084 | 0.626 | 0.076 | 0.000 | 0.024 | 0.022 | 0.131 | 0.029 |
| CONGENITAL | 0.051 | 0.000 | 0.294 | 0.020 | 0.000 | 0.015 | 0.012 | 0.000 | 0.046 | 0.009 | 0.007 | 0.004 | 0.021 | 1.000 | 0.016 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 | 0.021 | 0.015 | 0.043 | 0.059 | 0.036 | 0.022 | 0.019 | 0.038 | 0.000 | 0.022 | 0.021 | 0.020 | 0.013 | 0.000 | 0.023 | 0.022 | 0.020 | 0.013 | 0.000 | 0.000 | 0.028 | 0.000 | 0.007 | 0.002 | 0.000 | 0.021 | 0.008 | 0.000 | 0.017 | 0.022 | 0.013 | 0.025 | 0.000 | 0.019 | 0.000 | 0.031 |
| CREATININE | 0.051 | 0.062 | 0.287 | 0.885 | 0.000 | 0.306 | 0.062 | 0.234 | 0.000 | 0.133 | 0.024 | 0.008 | 0.821 | 0.016 | 1.000 | 0.000 | 0.035 | 0.124 | 0.183 | 0.023 | -0.264 | 0.040 | 0.155 | -0.248 | 0.186 | 0.069 | 0.169 | 0.076 | 0.000 | 0.012 | -0.094 | 0.016 | 0.000 | 0.084 | 0.197 | 0.189 | -0.121 | 0.199 | 0.000 | 0.000 | 0.071 | 0.100 | 0.148 | 0.033 | 0.000 | 0.107 | 0.048 | 0.180 | 0.139 | 0.741 | 0.091 | 0.018 | 0.061 | 0.015 | 0.213 | 0.014 |
| CVA BLEED | 0.027 | 0.000 | 0.012 | 0.009 | 0.000 | 0.000 | 0.000 | 0.023 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.092 | 0.000 | 0.041 | 0.000 | 0.000 | 0.000 | 0.054 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.020 | 0.007 | 0.000 | 0.026 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.016 | 0.011 | 0.013 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.029 | 0.012 | 0.000 |
| CVA INFRACT | 0.056 | 0.061 | 0.037 | 0.034 | 0.000 | 0.006 | 0.026 | 0.008 | 0.053 | 0.000 | 0.016 | 0.000 | 0.003 | 0.000 | 0.035 | 0.092 | 1.000 | 0.022 | 0.056 | 0.009 | 0.018 | 0.000 | 0.030 | 0.000 | 0.000 | 0.000 | 0.012 | 0.030 | 0.013 | 0.005 | 0.035 | 0.007 | 0.000 | 0.020 | 0.035 | 0.025 | 0.030 | 0.007 | 0.000 | 0.008 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.040 | 0.029 | 0.000 | 0.018 | 0.028 | 0.026 | 0.016 | 0.006 | 0.072 | 0.061 | 0.067 |
| DM | 0.004 | 0.000 | 0.162 | 0.127 | 0.026 | 0.097 | 0.047 | 0.051 | 0.106 | 0.000 | 0.007 | 0.000 | 0.112 | 0.014 | 0.124 | 0.000 | 0.022 | 1.000 | 0.060 | 0.032 | 0.114 | 0.009 | 0.393 | 0.139 | 0.039 | 0.007 | 0.062 | 0.154 | 0.020 | 0.029 | 0.106 | 0.000 | 0.010 | 0.013 | 0.018 | 0.039 | 0.018 | 0.054 | 0.008 | 0.010 | 0.028 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.006 | 0.011 | 0.031 | 0.146 | 0.097 | 0.030 | 0.010 | 0.173 | 0.063 | 0.130 |
| DURATION OF STAY | 0.012 | 0.030 | 0.131 | 0.158 | 0.017 | 0.157 | 0.049 | 0.122 | 0.026 | 0.065 | 0.095 | 0.062 | 0.126 | 0.000 | 0.183 | 0.041 | 0.056 | 0.060 | 1.000 | 0.032 | -0.152 | 0.040 | 0.128 | -0.167 | 0.135 | 0.087 | 0.090 | 0.011 | 0.047 | 0.020 | -0.029 | 0.000 | 0.038 | 0.010 | 0.042 | 0.059 | 0.015 | 0.057 | 0.000 | 0.043 | 0.047 | 0.020 | 0.074 | 0.026 | 0.000 | 0.105 | 0.000 | 0.193 | 0.129 | 0.227 | 0.088 | 0.000 | 0.080 | 0.000 | 0.714 | -0.009 |
| DVT | 0.069 | 0.010 | 0.090 | 0.030 | 0.023 | 0.014 | 0.015 | 0.013 | 0.095 | 0.014 | 0.000 | 0.000 | 0.027 | 0.000 | 0.023 | 0.000 | 0.009 | 0.032 | 0.032 | 1.000 | 0.117 | 0.000 | 0.028 | 0.033 | 0.040 | 0.017 | 0.032 | 0.034 | 0.000 | 0.006 | 0.000 | 0.000 | 0.009 | 0.000 | 0.012 | 0.014 | 0.047 | 0.037 | 0.000 | 0.326 | 0.026 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 0.037 | 0.000 | 0.011 | 0.027 | 0.005 | 0.013 | 0.000 | 0.005 | 0.023 | 0.000 |
| EF | 0.271 | 0.048 | -0.080 | 0.265 | 0.035 | 0.054 | 0.128 | -0.283 | 0.225 | 0.141 | 0.039 | 0.023 | 0.172 | 0.021 | -0.264 | 0.000 | 0.018 | 0.114 | -0.152 | 0.117 | 1.000 | 0.100 | -0.135 | 0.074 | 0.416 | 0.242 | 0.299 | 0.073 | 0.021 | 0.000 | 0.085 | 0.047 | 0.000 | 0.055 | 0.190 | 0.197 | 0.039 | 0.757 | 0.056 | 0.108 | 0.195 | 0.011 | 0.131 | 0.035 | 0.033 | 0.165 | 0.273 | -0.142 | 0.181 | -0.288 | 0.016 | 0.040 | 0.125 | 0.033 | -0.216 | 0.005 |
| GENDER | 0.080 | 0.016 | 0.027 | 0.046 | 0.193 | 0.130 | 0.032 | 0.036 | 0.109 | 0.006 | 0.011 | 0.000 | 0.030 | 0.015 | 0.040 | 0.000 | 0.000 | 0.009 | 0.040 | 0.000 | 0.100 | 1.000 | 0.042 | 0.295 | 0.037 | 0.019 | 0.025 | 0.067 | 0.016 | 0.000 | 0.004 | 0.012 | 0.004 | 0.000 | 0.000 | 0.000 | 0.132 | 0.033 | 0.025 | 0.007 | 0.023 | 0.024 | 0.000 | 0.167 | 0.000 | 0.027 | 0.064 | 0.000 | 0.015 | 0.016 | 0.098 | 0.031 | 0.000 | 0.011 | 0.027 | 0.000 |
| GLUCOSE | 0.093 | 0.019 | 0.107 | 0.101 | 0.015 | 0.055 | 0.048 | 0.063 | 0.103 | 0.027 | 0.040 | 0.019 | 0.058 | 0.043 | 0.155 | 0.054 | 0.030 | 0.393 | 0.128 | 0.028 | -0.135 | 0.042 | 1.000 | -0.119 | 0.110 | 0.063 | 0.076 | 0.090 | 0.000 | 0.053 | -0.036 | 0.000 | 0.011 | 0.036 | 0.047 | 0.036 | 0.032 | 0.042 | 0.027 | 0.000 | 0.099 | 0.000 | 0.021 | 0.000 | 0.000 | 0.043 | 0.064 | 0.190 | 0.097 | 0.200 | 0.037 | 0.025 | 0.016 | 0.012 | 0.156 | 0.016 |
| HB | 0.059 | 0.023 | -0.220 | 0.307 | 0.127 | 0.998 | 0.046 | -0.142 | 0.045 | 0.059 | 0.026 | 0.030 | 0.303 | 0.059 | -0.248 | 0.000 | 0.000 | 0.139 | -0.167 | 0.033 | 0.074 | 0.295 | -0.119 | 1.000 | 0.165 | 0.085 | 0.129 | 0.084 | 0.030 | 0.046 | 0.042 | 0.000 | 0.000 | 0.052 | 0.134 | 0.125 | -0.072 | 0.056 | 0.010 | 0.015 | 0.041 | 0.776 | 0.068 | 0.123 | 0.000 | 0.108 | 0.096 | -0.011 | 0.107 | -0.337 | 0.088 | 0.000 | 0.018 | 0.041 | -0.161 | -0.003 |
| HEART FAILURE | 0.037 | 0.075 | 0.146 | 0.205 | 0.045 | 0.120 | 0.088 | 0.534 | 0.015 | 0.091 | 0.000 | 0.033 | 0.121 | 0.036 | 0.186 | 0.000 | 0.000 | 0.039 | 0.135 | 0.040 | 0.416 | 0.037 | 0.110 | 0.165 | 1.000 | 0.618 | 0.669 | 0.000 | 0.000 | 0.000 | 0.019 | 0.037 | 0.015 | 0.050 | 0.177 | 0.183 | 0.030 | 0.308 | 0.021 | 0.046 | 0.130 | 0.017 | 0.094 | 0.036 | 0.035 | 0.155 | 0.023 | 0.032 | 0.159 | 0.254 | 0.002 | 0.005 | 0.059 | 0.051 | 0.193 | 0.053 |
| HFNEF | 0.021 | 0.038 | 0.081 | 0.070 | 0.028 | 0.046 | 0.051 | 0.384 | 0.013 | 0.000 | 0.000 | 0.028 | 0.051 | 0.022 | 0.069 | 0.000 | 0.000 | 0.007 | 0.087 | 0.017 | 0.242 | 0.019 | 0.063 | 0.085 | 0.618 | 1.000 | 0.165 | 0.000 | 0.000 | 0.000 | 0.070 | 0.006 | 0.020 | 0.047 | 0.027 | 0.000 | 0.027 | 0.162 | 0.005 | 0.021 | 0.082 | 0.009 | 0.026 | 0.030 | 0.015 | 0.096 | 0.038 | 0.000 | 0.098 | 0.114 | 0.016 | 0.022 | 0.023 | 0.126 | 0.112 | 0.068 |
| HFREF | 0.026 | 0.056 | 0.111 | 0.191 | 0.029 | 0.107 | 0.061 | 0.310 | 0.000 | 0.121 | 0.000 | 0.011 | 0.102 | 0.019 | 0.169 | 0.000 | 0.012 | 0.062 | 0.090 | 0.032 | 0.299 | 0.025 | 0.076 | 0.129 | 0.669 | 0.165 | 1.000 | 0.000 | 0.000 | 0.000 | 0.043 | 0.036 | 0.000 | 0.017 | 0.196 | 0.235 | 0.045 | 0.235 | 0.017 | 0.035 | 0.085 | 0.007 | 0.146 | 0.013 | 0.027 | 0.104 | 0.000 | 0.028 | 0.106 | 0.213 | 0.000 | 0.008 | 0.051 | 0.056 | 0.140 | 0.082 |
| HTN | 0.007 | 0.000 | 0.217 | 0.073 | 0.026 | 0.052 | 0.000 | 0.020 | 0.323 | 0.024 | 0.010 | 0.007 | 0.081 | 0.038 | 0.076 | 0.000 | 0.030 | 0.154 | 0.011 | 0.034 | 0.073 | 0.067 | 0.090 | 0.084 | 0.000 | 0.000 | 0.000 | 1.000 | 0.029 | 0.034 | 0.000 | 0.003 | 0.000 | 0.022 | 0.062 | 0.059 | 0.066 | 0.058 | 0.018 | 0.015 | 0.027 | 0.000 | 0.039 | 0.058 | 0.004 | 0.028 | 0.070 | 0.000 | 0.014 | 0.067 | 0.030 | 0.026 | 0.018 | 0.009 | 0.000 | 0.041 |
| INFECTIVE ENDOCARDITIS | 0.030 | 0.000 | 0.115 | 0.004 | 0.000 | 0.027 | 0.000 | 0.010 | 0.051 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.020 | 0.047 | 0.000 | 0.021 | 0.016 | 0.000 | 0.030 | 0.000 | 0.000 | 0.000 | 0.029 | 1.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.018 | 0.031 | 0.019 | 0.033 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.013 | 0.000 | 0.010 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.024 | 0.000 |
| Location | 0.018 | 0.030 | 0.049 | 0.000 | 0.040 | 0.027 | 0.000 | 0.015 | 0.047 | 0.000 | 0.009 | 0.000 | 0.000 | 0.022 | 0.012 | 0.000 | 0.005 | 0.029 | 0.020 | 0.006 | 0.000 | 0.000 | 0.053 | 0.046 | 0.000 | 0.000 | 0.000 | 0.034 | 0.013 | 1.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.005 | 0.004 | 0.013 | 0.022 | 0.002 | 0.033 | 0.032 | 0.000 | 0.000 | 0.023 | 0.000 | 0.000 | 0.010 | 0.000 | 0.020 | 0.024 | 0.018 | 0.013 | 0.000 | 0.057 | 0.000 | 0.040 |
| MRD No. | 0.110 | 0.011 | -0.068 | 0.038 | 0.033 | 0.011 | 0.000 | -0.092 | 0.027 | 0.009 | 0.048 | 0.012 | 0.015 | 0.021 | -0.094 | 0.000 | 0.035 | 0.106 | -0.029 | 0.000 | 0.085 | 0.004 | -0.036 | 0.042 | 0.019 | 0.070 | 0.043 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.025 | 0.046 | 0.037 | 0.024 | 0.052 | 0.041 | 0.000 | 0.000 | 0.072 | 0.000 | 0.036 | 0.030 | 0.000 | 0.019 | 0.035 | 0.012 | 0.031 | -0.083 | 0.042 | 0.000 | 0.000 | 0.469 | 0.059 | -0.035 |
| NEURO CARDIOGENIC SYNCOPE | 0.047 | 0.000 | 0.000 | 0.010 | 0.000 | 0.011 | 0.001 | 0.028 | 0.017 | 0.007 | 0.000 | 0.008 | 0.013 | 0.020 | 0.016 | 0.020 | 0.007 | 0.000 | 0.000 | 0.000 | 0.047 | 0.012 | 0.000 | 0.000 | 0.037 | 0.006 | 0.036 | 0.003 | 0.000 | 0.000 | 0.000 | 1.000 | 0.034 | 0.009 | 0.028 | 0.024 | 0.000 | 0.000 | 0.029 | 0.012 | 0.031 | 0.000 | 0.010 | 0.000 | 0.000 | 0.017 | 0.018 | 0.000 | 0.007 | 0.000 | 0.000 | 0.020 | 0.000 | 0.021 | 0.008 | 0.008 |
| ORTHOSTATIC | 0.031 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.009 | 0.028 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.013 | 0.000 | 0.007 | 0.000 | 0.010 | 0.038 | 0.009 | 0.000 | 0.004 | 0.011 | 0.000 | 0.015 | 0.020 | 0.000 | 0.000 | 0.000 | 0.002 | 0.025 | 0.034 | 1.000 | 0.000 | 0.012 | 0.010 | 0.000 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.025 | 0.022 | 0.000 | 0.038 | 0.000 | 0.012 | 0.000 | 0.000 | 0.039 | 0.023 | 0.104 |
| OUTCOME_DAMA | 0.041 | 0.000 | 0.022 | 0.070 | 0.017 | 0.033 | 0.034 | 0.069 | 0.058 | 0.000 | 0.026 | 0.000 | 0.065 | 0.000 | 0.084 | 0.000 | 0.020 | 0.013 | 0.010 | 0.000 | 0.055 | 0.000 | 0.036 | 0.052 | 0.050 | 0.047 | 0.017 | 0.022 | 0.018 | 0.000 | 0.046 | 0.009 | 0.000 | 1.000 | 0.633 | 0.069 | 0.055 | 0.013 | 0.010 | 0.000 | 0.046 | 0.016 | 0.016 | 0.015 | 0.004 | 0.052 | 0.005 | 0.038 | 0.068 | 0.094 | 0.013 | 0.013 | 0.030 | 0.041 | 0.035 | 0.064 |
| OUTCOME_DISCHARGE | 0.079 | 0.043 | 0.080 | 0.200 | 0.034 | 0.085 | 0.059 | 0.167 | 0.147 | 0.314 | 0.047 | 0.005 | 0.120 | 0.023 | 0.197 | 0.026 | 0.035 | 0.018 | 0.042 | 0.012 | 0.190 | 0.000 | 0.047 | 0.134 | 0.177 | 0.027 | 0.196 | 0.062 | 0.031 | 0.005 | 0.037 | 0.028 | 0.012 | 0.633 | 1.000 | 0.728 | 0.140 | 0.139 | 0.024 | 0.000 | 0.090 | 0.023 | 0.422 | 0.017 | 0.000 | 0.099 | 0.036 | 0.091 | 0.181 | 0.223 | 0.047 | 0.000 | 0.123 | 0.031 | 0.069 | 0.130 |
| OUTCOME_EXPIRY | 0.064 | 0.063 | 0.080 | 0.195 | 0.062 | 0.079 | 0.044 | 0.161 | 0.138 | 0.403 | 0.037 | 0.014 | 0.096 | 0.022 | 0.189 | 0.025 | 0.025 | 0.039 | 0.059 | 0.014 | 0.197 | 0.000 | 0.036 | 0.125 | 0.183 | 0.000 | 0.235 | 0.059 | 0.019 | 0.004 | 0.024 | 0.024 | 0.010 | 0.069 | 0.728 | 1.000 | 0.140 | 0.166 | 0.018 | 0.000 | 0.075 | 0.012 | 0.560 | 0.040 | 0.014 | 0.080 | 0.037 | 0.092 | 0.172 | 0.210 | 0.046 | 0.021 | 0.131 | 0.000 | 0.066 | 0.211 |
| PLATELETS | 0.049 | 0.000 | -0.041 | 0.116 | 0.034 | 0.157 | 0.028 | -0.021 | 0.085 | 0.079 | 0.027 | 0.024 | 0.071 | 0.020 | -0.121 | 0.000 | 0.030 | 0.018 | 0.015 | 0.047 | 0.039 | 0.132 | 0.032 | -0.072 | 0.030 | 0.027 | 0.045 | 0.066 | 0.033 | 0.013 | 0.052 | 0.000 | 0.000 | 0.055 | 0.140 | 0.140 | 1.000 | 0.058 | 0.018 | 0.000 | 0.014 | 0.071 | 0.088 | 0.000 | 0.000 | 0.050 | 0.036 | 0.207 | 0.035 | -0.108 | 0.040 | 0.009 | 0.035 | 0.041 | -0.007 | -0.031 |
| PRIOR CMP | 0.036 | 0.037 | 0.042 | 0.205 | 0.000 | 0.035 | 0.060 | 0.292 | 0.081 | 0.099 | 0.019 | 0.003 | 0.112 | 0.013 | 0.199 | 0.000 | 0.007 | 0.054 | 0.057 | 0.037 | 0.757 | 0.033 | 0.042 | 0.056 | 0.308 | 0.162 | 0.235 | 0.058 | 0.000 | 0.022 | 0.041 | 0.000 | 0.023 | 0.013 | 0.139 | 0.166 | 0.058 | 1.000 | 0.019 | 0.034 | 0.004 | 0.000 | 0.097 | 0.000 | 0.027 | 0.103 | 0.006 | 0.026 | 0.090 | 0.222 | 0.006 | 0.000 | 0.096 | 0.036 | 0.093 | 0.066 |
| PSVT | 0.046 | 0.012 | 0.025 | 0.008 | 0.009 | 0.000 | 0.008 | 0.013 | 0.051 | 0.012 | 0.008 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.056 | 0.025 | 0.027 | 0.010 | 0.021 | 0.005 | 0.017 | 0.018 | 0.000 | 0.002 | 0.000 | 0.029 | 0.000 | 0.010 | 0.024 | 0.018 | 0.018 | 0.019 | 1.000 | 0.000 | 0.017 | 0.004 | 0.007 | 0.013 | 0.025 | 0.020 | 0.023 | 0.000 | 0.024 | 0.015 | 0.008 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 |
| PULMONARY EMBOLISM | 0.083 | 0.019 | 0.037 | 0.000 | 0.000 | 0.000 | 0.017 | 0.015 | 0.101 | 0.000 | 0.013 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.008 | 0.010 | 0.043 | 0.326 | 0.108 | 0.007 | 0.000 | 0.015 | 0.046 | 0.021 | 0.035 | 0.015 | 0.000 | 0.033 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.034 | 0.000 | 1.000 | 0.018 | 0.008 | 0.000 | 0.000 | 0.000 | 0.029 | 0.043 | 0.000 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.040 | 0.029 |
| RAISED CARDIAC ENZYMES | 0.405 | 0.000 | 0.074 | 0.080 | 0.000 | 0.044 | 0.065 | 0.137 | 0.069 | 0.042 | 0.000 | 0.015 | 0.035 | 0.028 | 0.071 | 0.000 | 0.000 | 0.028 | 0.047 | 0.026 | 0.195 | 0.023 | 0.099 | 0.041 | 0.130 | 0.082 | 0.085 | 0.027 | 0.008 | 0.032 | 0.072 | 0.031 | 0.000 | 0.046 | 0.090 | 0.075 | 0.014 | 0.004 | 0.017 | 0.018 | 1.000 | 0.013 | 0.056 | 0.009 | 0.010 | 0.123 | 0.078 | 0.027 | 0.173 | 0.080 | 0.025 | 0.017 | 0.026 | 0.031 | 0.107 | 0.054 |
| SEVERE ANAEMIA | 0.015 | 0.000 | 0.044 | 0.082 | 0.007 | 0.300 | 0.016 | 0.029 | 0.013 | 0.012 | 0.012 | 0.000 | 0.089 | 0.000 | 0.100 | 0.000 | 0.008 | 0.000 | 0.020 | 0.000 | 0.011 | 0.024 | 0.000 | 0.776 | 0.017 | 0.009 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.023 | 0.012 | 0.071 | 0.000 | 0.004 | 0.008 | 0.013 | 1.000 | 0.010 | 0.000 | 0.000 | 0.029 | 0.025 | 0.061 | 0.010 | 0.117 | 0.000 | 0.000 | 0.002 | 0.020 | 0.031 | 0.019 |
| SHOCK | 0.027 | 0.026 | 0.046 | 0.149 | 0.017 | 0.055 | 0.025 | 0.107 | 0.093 | 0.608 | 0.015 | 0.000 | 0.089 | 0.007 | 0.148 | 0.000 | 0.000 | 0.006 | 0.074 | 0.000 | 0.131 | 0.000 | 0.021 | 0.068 | 0.094 | 0.026 | 0.146 | 0.039 | 0.000 | 0.000 | 0.036 | 0.010 | 0.000 | 0.016 | 0.422 | 0.560 | 0.088 | 0.097 | 0.007 | 0.000 | 0.056 | 0.010 | 1.000 | 0.017 | 0.000 | 0.055 | 0.038 | 0.088 | 0.103 | 0.160 | 0.000 | 0.021 | 0.090 | 0.024 | 0.086 | 0.141 |
| SMOKING | 0.028 | 0.019 | 0.101 | 0.041 | 0.325 | 0.041 | 0.000 | 0.032 | 0.022 | 0.019 | 0.020 | 0.000 | 0.031 | 0.002 | 0.033 | 0.010 | 0.000 | 0.000 | 0.026 | 0.000 | 0.035 | 0.167 | 0.000 | 0.123 | 0.036 | 0.030 | 0.013 | 0.058 | 0.000 | 0.023 | 0.030 | 0.000 | 0.010 | 0.015 | 0.017 | 0.040 | 0.000 | 0.000 | 0.013 | 0.000 | 0.009 | 0.000 | 0.017 | 1.000 | 0.000 | 0.000 | 0.051 | 0.050 | 0.000 | 0.051 | 0.000 | 0.012 | 0.025 | 0.066 | 0.008 | 0.039 |
| SSS | 0.029 | 0.008 | 0.019 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.033 | 0.000 | 0.000 | 0.000 | 0.035 | 0.015 | 0.027 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.014 | 0.000 | 0.027 | 0.025 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 1.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.020 |
| STABLE ANGINA | 0.201 | 0.059 | 0.093 | 0.112 | 0.010 | 0.088 | 0.047 | 0.134 | 0.136 | 0.053 | 0.045 | 0.023 | 0.072 | 0.021 | 0.107 | 0.016 | 0.040 | 0.000 | 0.105 | 0.030 | 0.165 | 0.027 | 0.043 | 0.108 | 0.155 | 0.096 | 0.104 | 0.028 | 0.005 | 0.000 | 0.019 | 0.017 | 0.025 | 0.052 | 0.099 | 0.080 | 0.050 | 0.103 | 0.020 | 0.029 | 0.123 | 0.029 | 0.055 | 0.000 | 0.019 | 1.000 | 0.097 | 0.014 | 0.301 | 0.137 | 0.034 | 0.025 | 0.048 | 0.000 | 0.135 | 0.048 |
| STEMI | 0.534 | 0.024 | 0.086 | 0.041 | 0.039 | 0.060 | 0.064 | 0.000 | 0.167 | 0.078 | 0.059 | 0.005 | 0.059 | 0.008 | 0.048 | 0.011 | 0.029 | 0.006 | 0.000 | 0.037 | 0.273 | 0.064 | 0.064 | 0.096 | 0.023 | 0.038 | 0.000 | 0.070 | 0.013 | 0.010 | 0.035 | 0.018 | 0.022 | 0.005 | 0.036 | 0.037 | 0.036 | 0.006 | 0.023 | 0.043 | 0.078 | 0.025 | 0.038 | 0.051 | 0.000 | 0.097 | 1.000 | 0.021 | 0.177 | 0.058 | 0.016 | 0.028 | 0.047 | 0.041 | 0.082 | 0.049 |
| TLC | 0.020 | 0.000 | 0.032 | 0.068 | 0.031 | 0.040 | 0.004 | 0.062 | 0.029 | 0.045 | 0.000 | 0.051 | 0.050 | 0.000 | 0.180 | 0.013 | 0.000 | 0.011 | 0.193 | 0.000 | -0.142 | 0.000 | 0.190 | -0.011 | 0.032 | 0.000 | 0.028 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.038 | 0.091 | 0.092 | 0.207 | 0.026 | 0.000 | 0.000 | 0.027 | 0.061 | 0.088 | 0.050 | 0.000 | 0.014 | 0.021 | 1.000 | 0.037 | 0.208 | 0.000 | 0.000 | 0.032 | 0.011 | 0.240 | 0.003 |
| TYPE OF ADMISSION-EMERGENCY/OPD | 0.185 | 0.080 | 0.107 | 0.141 | 0.021 | 0.081 | 0.081 | 0.152 | 0.010 | 0.077 | 0.063 | 0.030 | 0.084 | 0.017 | 0.139 | 0.000 | 0.018 | 0.031 | 0.129 | 0.011 | 0.181 | 0.015 | 0.097 | 0.107 | 0.159 | 0.098 | 0.106 | 0.014 | 0.010 | 0.020 | 0.031 | 0.007 | 0.038 | 0.068 | 0.181 | 0.172 | 0.035 | 0.090 | 0.024 | 0.025 | 0.173 | 0.010 | 0.103 | 0.000 | 0.000 | 0.301 | 0.177 | 0.037 | 1.000 | 0.159 | 0.026 | 0.021 | 0.069 | 0.068 | 0.226 | 0.034 |
| UREA | 0.055 | 0.057 | 0.312 | 0.700 | 0.043 | 0.323 | 0.082 | 0.246 | 0.028 | 0.142 | 0.053 | 0.033 | 0.626 | 0.022 | 0.741 | 0.012 | 0.028 | 0.146 | 0.227 | 0.027 | -0.288 | 0.016 | 0.200 | -0.337 | 0.254 | 0.114 | 0.213 | 0.067 | 0.000 | 0.024 | -0.083 | 0.000 | 0.000 | 0.094 | 0.223 | 0.210 | -0.108 | 0.222 | 0.015 | 0.000 | 0.080 | 0.117 | 0.160 | 0.051 | 0.000 | 0.137 | 0.058 | 0.208 | 0.159 | 1.000 | 0.092 | 0.000 | 0.069 | 0.014 | 0.254 | -0.002 |
| UTI | 0.047 | 0.024 | 0.073 | 0.092 | 0.017 | 0.070 | 0.008 | 0.026 | 0.000 | 0.011 | 0.000 | 0.000 | 0.076 | 0.013 | 0.091 | 0.000 | 0.026 | 0.097 | 0.088 | 0.005 | 0.016 | 0.098 | 0.037 | 0.088 | 0.002 | 0.016 | 0.000 | 0.030 | 0.000 | 0.018 | 0.042 | 0.000 | 0.012 | 0.013 | 0.047 | 0.046 | 0.040 | 0.006 | 0.008 | 0.000 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.034 | 0.016 | 0.000 | 0.026 | 0.092 | 1.000 | 0.000 | 0.000 | 0.071 | 0.066 | 0.067 |
| VALVULAR | 0.042 | 0.089 | 0.026 | 0.013 | 0.000 | 0.002 | 0.015 | 0.011 | 0.079 | 0.013 | 0.006 | 0.000 | 0.000 | 0.025 | 0.018 | 0.000 | 0.016 | 0.030 | 0.000 | 0.013 | 0.040 | 0.031 | 0.025 | 0.000 | 0.005 | 0.022 | 0.008 | 0.026 | 0.010 | 0.013 | 0.000 | 0.020 | 0.000 | 0.013 | 0.000 | 0.021 | 0.009 | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.021 | 0.012 | 0.000 | 0.025 | 0.028 | 0.000 | 0.021 | 0.000 | 0.000 | 1.000 | 0.000 | 0.036 | 0.018 | 0.037 |
| VT | 0.052 | 0.000 | 0.026 | 0.061 | 0.008 | 0.012 | 0.018 | 0.056 | 0.005 | 0.097 | 0.022 | 0.000 | 0.024 | 0.000 | 0.061 | 0.000 | 0.006 | 0.010 | 0.080 | 0.000 | 0.125 | 0.000 | 0.016 | 0.018 | 0.059 | 0.023 | 0.051 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 0.123 | 0.131 | 0.035 | 0.096 | 0.000 | 0.000 | 0.026 | 0.002 | 0.090 | 0.025 | 0.000 | 0.048 | 0.047 | 0.032 | 0.069 | 0.069 | 0.000 | 0.000 | 1.000 | 0.007 | 0.109 | 0.015 |
| Year | 0.037 | 0.092 | 0.023 | 0.015 | 0.082 | 0.043 | 0.000 | 0.115 | 0.120 | 0.081 | 0.019 | 0.030 | 0.022 | 0.019 | 0.015 | 0.029 | 0.072 | 0.173 | 0.000 | 0.005 | 0.033 | 0.011 | 0.012 | 0.041 | 0.051 | 0.126 | 0.056 | 0.009 | 0.000 | 0.057 | 0.469 | 0.021 | 0.039 | 0.041 | 0.031 | 0.000 | 0.041 | 0.036 | 0.012 | 0.031 | 0.031 | 0.020 | 0.024 | 0.066 | 0.009 | 0.000 | 0.041 | 0.011 | 0.068 | 0.014 | 0.071 | 0.036 | 0.007 | 1.000 | 0.000 | 0.526 |
| duration of intensive unit stay | 0.068 | 0.069 | 0.142 | 0.180 | 0.012 | 0.157 | 0.066 | 0.140 | 0.000 | 0.063 | 0.098 | 0.033 | 0.131 | 0.000 | 0.213 | 0.012 | 0.061 | 0.063 | 0.714 | 0.023 | -0.216 | 0.027 | 0.156 | -0.161 | 0.193 | 0.112 | 0.140 | 0.000 | 0.024 | 0.000 | 0.059 | 0.008 | 0.023 | 0.035 | 0.069 | 0.066 | -0.007 | 0.093 | 0.000 | 0.040 | 0.107 | 0.031 | 0.086 | 0.008 | 0.000 | 0.135 | 0.082 | 0.240 | 0.226 | 0.254 | 0.066 | 0.018 | 0.109 | 0.000 | 1.000 | 0.057 |
| month | 0.051 | 0.071 | -0.019 | 0.055 | 0.042 | 0.023 | 0.018 | 0.015 | 0.139 | 0.149 | 0.021 | 0.032 | 0.029 | 0.031 | 0.014 | 0.000 | 0.067 | 0.130 | -0.009 | 0.000 | 0.005 | 0.000 | 0.016 | -0.003 | 0.053 | 0.068 | 0.082 | 0.041 | 0.000 | 0.040 | -0.035 | 0.008 | 0.104 | 0.064 | 0.130 | 0.211 | -0.031 | 0.066 | 0.000 | 0.029 | 0.054 | 0.019 | 0.141 | 0.039 | 0.020 | 0.048 | 0.049 | 0.003 | 0.034 | -0.002 | 0.067 | 0.037 | 0.015 | 0.526 | 0.057 | 1.000 |
Missing values
Sample
| MRD No. | D.O.A | D.O.D | AGE | GENDER | Location | TYPE OF ADMISSION-EMERGENCY/OPD | month year | DURATION OF STAY | duration of intensive unit stay | SMOKING | ALCOHOL | DM | HTN | CAD | PRIOR CMP | CKD | HB | TLC | PLATELETS | GLUCOSE | UREA | CREATININE | BNP | RAISED CARDIAC ENZYMES | EF | SEVERE ANAEMIA | ANAEMIA | STABLE ANGINA | ACS | STEMI | ATYPICAL CHEST PAIN | HEART FAILURE | HFREF | HFNEF | VALVULAR | CHB | SSS | AKI | CVA INFRACT | CVA BLEED | AF | VT | PSVT | CONGENITAL | UTI | NEURO CARDIOGENIC SYNCOPE | ORTHOSTATIC | INFECTIVE ENDOCARDITIS | DVT | CARDIOGENIC SHOCK | SHOCK | PULMONARY EMBOLISM | CHEST INFECTION | OUTCOME_DAMA | OUTCOME_DISCHARGE | OUTCOME_EXPIRY | month | Year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SNO | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 1 | 234735.0 | 2017-01-04 | 2017-03-04 | 81 | 0 | 0 | 0 | 2017-04-01 | 3 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 9.5 | 16.1 | 337.0 | 80.0 | 34.0 | 0.90 | 1880.0 | 1 | 35.0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | False | True | False | 1 | 2017 |
| 2 | 234696.0 | 2017-01-04 | 2017-05-04 | 65 | 0 | 0 | 0 | 2017-04-01 | 5 | 2 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 13.7 | 9.0 | 149.0 | 112.0 | 18.0 | 0.90 | 475.0 | 0 | 42.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | False | True | False | 1 | 2017 |
| 3 | 234882.0 | 2017-01-04 | 2017-03-04 | 53 | 0 | 1 | 0 | 2017-04-01 | 3 | 3 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 10.6 | 14.7 | 329.0 | 187.0 | 93.0 | 2.30 | 210.0 | 0 | 42.0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | False | True | False | 1 | 2017 |
| 4 | 234635.0 | 2017-01-04 | 2017-08-04 | 67 | 1 | 1 | 0 | 2017-04-01 | 8 | 6 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 12.8 | 9.9 | 286.0 | 130.0 | 27.0 | 0.60 | 475.0 | 0 | 42.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | False | True | False | 1 | 2017 |
| 5 | 234486.0 | 2017-01-04 | 2018-07-05 | 60 | 1 | 1 | 0 | 2017-04-01 | 23 | 9 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 13.6 | 9.1 | 26.0 | 144.0 | 55.0 | 1.25 | 1840.0 | 0 | 16.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | False | True | False | 1 | 2017 |
| 6 | 234675.0 | 2017-01-04 | 2017-10-04 | 44 | 0 | 1 | 0 | 2017-04-01 | 10 | 8 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 13.5 | 22.3 | 322.0 | 217.0 | 51.0 | 0.90 | 1720.0 | 0 | 25.0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | False | True | False | 1 | 2017 |
| 7 | 234563.0 | 2017-01-04 | 2017-06-04 | 56 | 1 | 1 | 0 | 2017-04-01 | 6 | 2 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 13.3 | 12.6 | 166.0 | 277.0 | 28.0 | 0.60 | 518.0 | 0 | 30.0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | False | True | False | 1 | 2017 |
| 8 | 208455.0 | 2017-01-04 | 2018-07-05 | 47 | 0 | 1 | 0 | 2017-04-01 | 13 | 9 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 12.6 | 9.5 | 328.0 | 159.0 | 30.0 | 1.00 | 475.0 | 0 | 45.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | False | True | False | 1 | 2017 |
| 9 | 67070.0 | 2017-01-04 | 2017-03-04 | 65 | 1 | 1 | 0 | 2017-04-01 | 3 | 3 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 12.4 | 10.1 | 225.0 | 156.0 | 35.0 | 1.00 | 475.0 | 0 | 60.0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0.0 | False | False | True | 1 | 2017 |
| 10 | 153218.0 | 2017-01-04 | 2017-03-04 | 59 | 0 | 1 | 0 | 2017-04-01 | 3 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 11.4 | 4.8 | 173.0 | 200.0 | 29.0 | 0.80 | 475.0 | 0 | 42.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | False | True | False | 1 | 2017 |
| MRD No. | D.O.A | D.O.D | AGE | GENDER | Location | TYPE OF ADMISSION-EMERGENCY/OPD | month year | DURATION OF STAY | duration of intensive unit stay | SMOKING | ALCOHOL | DM | HTN | CAD | PRIOR CMP | CKD | HB | TLC | PLATELETS | GLUCOSE | UREA | CREATININE | BNP | RAISED CARDIAC ENZYMES | EF | SEVERE ANAEMIA | ANAEMIA | STABLE ANGINA | ACS | STEMI | ATYPICAL CHEST PAIN | HEART FAILURE | HFREF | HFNEF | VALVULAR | CHB | SSS | AKI | CVA INFRACT | CVA BLEED | AF | VT | PSVT | CONGENITAL | UTI | NEURO CARDIOGENIC SYNCOPE | ORTHOSTATIC | INFECTIVE ENDOCARDITIS | DVT | CARDIOGENIC SHOCK | SHOCK | PULMONARY EMBOLISM | CHEST INFECTION | OUTCOME_DAMA | OUTCOME_DISCHARGE | OUTCOME_EXPIRY | month | Year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SNO | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 15747 | 699270.0 | 2018-07-01 | 2019-01-04 | 72 | 1 | 1 | 0 | 2019-03-01 | 3 | 3 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 10.9 | 20.5 | 246.0 | 138.0 | 5.8 | 1.1 | 2500.0 | 1 | 35.0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0.0 | False | False | True | 7 | 2019 |
| 15748 | 303051.0 | 2019-03-30 | 2019-04-01 | 61 | 1 | 1 | 0 | 2019-03-01 | 3 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 12.4 | 8.4 | 243.0 | 110.0 | 17.0 | 0.8 | 18.0 | 0 | 60.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | False | True | False | 3 | 2019 |
| 15749 | 273016.0 | 2019-03-30 | 2019-03-31 | 74 | 1 | 1 | 0 | 2019-03-01 | 2 | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 12.4 | 10.1 | 225.0 | 136.0 | 35.0 | 1.0 | 475.0 | 0 | 60.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | False | True | False | 3 | 2019 |
| 15750 | 698545.0 | 2019-03-30 | 2019-04-03 | 52 | 1 | 1 | 0 | 2019-03-01 | 5 | 3 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 12.3 | 7.4 | 190.0 | 95.0 | 27.0 | 0.9 | 475.0 | 0 | 60.0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | False | True | False | 3 | 2019 |
| 15751 | 502577.0 | 2019-03-30 | 2019-03-31 | 37 | 1 | 0 | 1 | 2019-03-01 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 14.3 | 8.4 | 475.0 | 92.0 | 15.0 | 0.5 | 475.0 | 0 | 60.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | False | True | False | 3 | 2019 |
| 15752 | 469963.0 | 2019-03-31 | 2019-04-08 | 60 | 1 | 1 | 0 | 2019-03-01 | 9 | 9 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.1 | 25.0 | 63.0 | 222.0 | 18.0 | 0.5 | 1170.0 | 1 | 38.0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | False | True | False | 3 | 2019 |
| 15753 | 699585.0 | 2019-03-31 | 2019-04-04 | 86 | 1 | 1 | 1 | 2019-03-01 | 5 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 8.8 | 13.7 | 361.0 | 131.0 | 57.0 | 1.4 | 292.0 | 1 | 38.0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | False | True | False | 3 | 2019 |
| 15754 | 699500.0 | 2018-07-01 | 2019-01-04 | 50 | 0 | 0 | 0 | 2019-03-01 | 2 | 2 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 13.2 | 15.6 | 142.0 | 248.0 | 94.0 | 1.8 | 206.0 | 0 | 28.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | False | False | True | 7 | 2019 |
| 15755 | 700415.0 | 2019-03-31 | 2019-04-09 | 82 | 0 | 1 | 0 | 2019-03-01 | 10 | 5 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 9.3 | 11.7 | 372.0 | 210.0 | 67.0 | 1.9 | 1120.0 | 0 | 32.0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | False | True | False | 3 | 2019 |
| 15756 | 699524.0 | 2019-03-31 | 2019-04-03 | 59 | 1 | 1 | 1 | 2019-03-01 | 4 | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 13.1 | 12.5 | 431.0 | 153.0 | 29.0 | 0.8 | 78.0 | 0 | 60.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | False | True | False | 3 | 2019 |